{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from src import *\n",
    "from src.extra import ExEstimates\n",
    "import matplotlib.ticker as ticker\n",
    "\n",
    "from src.parallelize import parallelize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "width = 8.5 / 2.54\n",
    "\n",
    "plt.rcParams['text.usetex'] = True\n",
    "plt.rcParams['text.latex.preamble'] = r'\\usepackage{amsmath, amssymb, physics}'\n",
    "\n",
    "formatter = ScalarFormatter(useMathText=True)\n",
    "formatter.set_powerlimits((0, 0))\n",
    "\n",
    "plt.rcParams['axes.linewidth']=0.5\n",
    "spade_params = {\n",
    "    'marker': 'o',\n",
    "    'edgecolors': 'tab:blue',\n",
    "    'facecolors': 'none',\n",
    "    's': 7,\n",
    "    'linewidths': 0.5\n",
    "}\n",
    "\n",
    "di_params = {\n",
    "    'marker': '+',\n",
    "    'facecolor': 'k',\n",
    "    's': 9,\n",
    "    'linewidths': 0.5\n",
    "}\n",
    "\n",
    "\n",
    "plt.rcParams['xtick.major.size'] = 4.5\n",
    "plt.rcParams['xtick.minor.size'] = 2.5\n",
    "plt.rcParams['xtick.major.width'] = 0.5\n",
    "plt.rcParams['xtick.minor.width'] = 0.5\n",
    "plt.rcParams['xtick.minor.visible'] = 'True'\n",
    "plt.rcParams['ytick.major.size'] = 4.5\n",
    "plt.rcParams['ytick.minor.size'] = 2.5\n",
    "plt.rcParams['ytick.major.width'] = 0.5\n",
    "plt.rcParams['ytick.minor.width'] = 0.5\n",
    "plt.rcParams['ytick.minor.visible'] = 'True'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "freq_list = np.linspace(0.1, 0.4, 61)\n",
    "delay_params = (2.8e-3 + 1e-6, 0.48e-3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "@parallelize()\n",
    "def run(f, m, a):\n",
    "    meta = MetaData(m, np.round(f, 5), DMD.A(a) * (4 / pi))\n",
    "    c = Simulator(meta, 'sin', delay_params).gen()\n",
    "    c = c.est()\n",
    "    c.metadata = MetaData(m, np.round(f, 5), DMD.A(a))\n",
    "    c.savez('TEMP/')\n",
    "    return c\n",
    "\n",
    "# _ = [(run(freq_list, 'DI', a), run(freq_list, 'SPADE', a)) for a in (3, 5)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "for j, a in enumerate((3, 5)):\n",
    "    for m in ('SPADE', 'DI'):\n",
    "        f_var, f_mean = [], []\n",
    "        for i, f in enumerate(freq_list):\n",
    "            meta = MetaData(m, np.round(f, 5), DMD.A(a))\n",
    "            c = LoadEstimates(f'TEMP/SIN/{meta.convert2str()}.npz')\n",
    "            f_mean.append(c.estimates.mean())\n",
    "            f_var.append(c.estimates.var(ddof=1) * c.photons)\n",
    "        np.savez(rf'result/sim/sin/{meta.convert2str()[:-8]}.npz', mean=np.array(f_mean), var=np.array(f_var))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 642.52x706.772 with 4 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 733,
       "width": 652
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(2, 2, figsize=(width, width*1.1), sharex=True, sharey=True)\n",
    "\n",
    "for j, a in enumerate((3, 5)):\n",
    "    fi = DI.ApproxCFI((4 / pi) * DMD.A(a))\n",
    "    line3 = axes[0, j].axhline(1/fi, color='tab:orange', zorder=1, label='QCRB')\n",
    "    axes[1, j].axhline(1/fi, color='tab:orange', zorder=1, label='QCRB')\n",
    "\n",
    "for k, w in enumerate(('SIN', 'SIGN')):\n",
    "    for j, a in enumerate((3, 5)):\n",
    "        for m in ('SPADE', 'DI'):\n",
    "            # f_var, f_mean = [], []\n",
    "            # for i, f in enumerate(freq_list):\n",
    "            #     meta = MetaData(m, np.round(f, 5), DMD.A(a))\n",
    "            #     c = LoadEstimates(f'TEMP/{w}/{meta.convert2str()}.npz')\n",
    "            #     f_mean.append(c.estimates.mean())\n",
    "            #     f_var.append(c.estimates.var(ddof=1) * c.photons)\n",
    "            # np.savez(rf'result/sim/{w.lower()}/{meta.convert2str()[:-8]}.npz', mean=np.array(f_mean), var=np.array(f_var))\n",
    "\n",
    "            f_var = np.load(rf'result/sim/{w.lower()}/{m.lower()}_{a}px.npz')['var']\n",
    "\n",
    "            if m.lower() == 'spade':\n",
    "                line1 = axes[k, j].scatter(freq_list, f_var, **spade_params, label=m)\n",
    "            elif m.lower() == 'di':\n",
    "                line2 = axes[k, j].scatter(freq_list, f_var, **di_params, label=m)\n",
    "\n",
    "\n",
    "\n",
    "# axes[0, 0].set_title(r'$0.28 \\sigma \\cdot \\sin(2\\pi f n)$', loc=\"right\")\n",
    "# axes[0, 1].set_title(r'$0.47 \\sigma \\cdot \\sin(2\\pi f n)$', loc=\"right\")\n",
    "# axes[1, 0].set_title(r'$0.28 \\sigma \\cdot \\operatorname{sgn}\\qty[\\sin(2\\pi f n)]$', loc=\"right\")\n",
    "# axes[1, 1].set_title(r'$0.47 \\sigma \\cdot \\operatorname{sgn}\\qty[\\sin(2\\pi f n)]$', loc=\"right\")\n",
    "\n",
    "axes[0, 0].set_title(r'(a)')\n",
    "axes[0, 1].set_title(r'(b)')\n",
    "axes[1, 0].set_title(r'(c)')\n",
    "axes[1, 1].set_title(r'(d)')\n",
    "\n",
    "axes[1, 0].set_xlabel(r'$f$')\n",
    "axes[1, 1].set_xlabel(r'$f$')\n",
    "axes[1, 0].set_ylabel(r'$\\nu\\operatorname{Var}(\\hat f)$')\n",
    "axes[0, 0].set_ylabel(r'$\\nu\\operatorname{Var}(\\hat f)$')\n",
    "\n",
    "\n",
    "for ax in np.ravel(axes):\n",
    "    ax: plt.Axes\n",
    "    ax.set_box_aspect(1)\n",
    "    ax.xaxis.set_minor_locator(ticker.AutoMinorLocator(5))\n",
    "    ax.yaxis.set_minor_locator(ticker.AutoMinorLocator(5))\n",
    "    ax.set_xlim(0.1, 0.4)\n",
    "    ax.set_ylim(0, None)\n",
    "    ax.set_xticks(np.linspace(0.1, 0.4, 4))\n",
    "\n",
    "\n",
    "\n",
    "fig.legend([line2, line1, line3], ['Direct imaging', 'PM-SPADE', 'QCRB'], ncol=3, loc='lower center', bbox_to_anchor=(0.5, -0.04), frameon=False)\n",
    "\n",
    "\n",
    "\n",
    "plt.tight_layout()\n",
    "\n",
    "plt.savefig('sim.pdf')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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